Dr Paul Lapok P.Lapok@napier.ac.uk
Research Fellow
Evaluation of a genetic representation for outline shapes
Lapok, P.; Lawson, A.; Paechter, B.
Authors
Alistair Lawson A.Lawson@napier.ac.uk
Associate Professor
Prof Ben Paechter B.Paechter@napier.ac.uk
Professor
Abstract
This work in progress focuses on the evaluation of a genetic representation for outline shapes for planar mechanical levers which addresses the first stage of the complex real-world problem of modelling and evolving planar mechanical lever systems. The representation defines the genotype and the phenotype mapping onto a lever geometry. As a proof of concept, the representation was evaluated using an evolutionary algorithm with simplified fitness function to investigate its capability to facilitate search space coverage, work with evolutionary operators; and produce shapes with certain lever characteristics, such as edges and curves.
Citation
Lapok, P., Lawson, A., & Paechter, B. (2017). Evaluation of a genetic representation for outline shapes. In GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference Companion (1419-1422). https://doi.org/10.1145/3067695.3082501
Conference Name | Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '17 |
---|---|
Start Date | Jul 15, 2017 |
End Date | Jul 19, 2017 |
Acceptance Date | Apr 16, 2017 |
Online Publication Date | Jul 15, 2017 |
Publication Date | Jul 15, 2017 |
Deposit Date | Apr 20, 2018 |
Publicly Available Date | Mar 28, 2024 |
Publisher | Association for Computing Machinery (ACM) |
Pages | 1419-1422 |
Book Title | GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference Companion |
ISBN | 9781450349390 |
DOI | https://doi.org/10.1145/3067695.3082501 |
Keywords | Shape Representation; Genetic Representation; Evolutionary Algorithm; Mechanical Lever Systems; Complex Systems |
Public URL | http://researchrepository.napier.ac.uk/Output/946829 |
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